all kinds of text classification models and more with deep learning

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

End-To-End Memory Network using Tensorflow

Aspect Based Sentiment Analysis using End-to-End Memory Networks

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

“Key-Value Memory Networks for Directly Reading Documents”的tensorflow实现方案，使用的数据集是MovieQA

Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)

BossNet: Disentangling Language and Knowledge in Task Oriented Dialogs

An implementation of Factoid Question Answering presented in Large-scale Simple Question Answering with Memory Networks

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22

Dynamic Dynamic Topic-Discourse Memory Networks (DTDMN)

Learning Temporal Interaction Graph Embedding via Coupled Memory Networks (WWW-2020)

A minimal implementation of NTM with detailed explanation

Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.

Given an aspect term in a sentence, predict the sentiment label for the aspect term

Key-Value Memory Networks in PyTorch